no code implementations • 29 Sep 2021 • Simas Sakenis, Stuart Shieber
Specifically, while learning a direct mapping from inputs to outputs is feasible for System 1 tasks, we argue that algorithmic System 2 tasks can only be solved by learning a mapping from inputs to outputs through a series of intermediate steps.
1 code implementation • 26 Apr 2020 • Jesse Vig, Sebastian Gehrmann, Yonatan Belinkov, Sharon Qian, Daniel Nevo, Simas Sakenis, Jason Huang, Yaron Singer, Stuart Shieber
Common methods for interpreting neural models in natural language processing typically examine either their structure or their behavior, but not both.